Model production for animation libraries
First Claim
Patent Images
1. A computer-implemented method comprising:
- selecting, in a processor, a subset of images from a set of captured images, wherein a surface feature of a first object is represented in content of the selected image subset;
producing a model, at a first time, of at least one representation of the first object by decomposing the content of the selected image subset into principal components;
using the model to track surface features in at least one image that is separate from the selected image subset used to produce the model, wherein tracking the surface features provides an estimate of the surface features represented in the at least one image that is separate from the selected image subset used to produce the model; and
combining with the model, at a second time, content that represents the estimated surface features from the tracked surface features of the at least one separate image by decomposing content into principal components to produce an enhanced model of additional representations.
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Abstract
A computer-implemented method includes selecting a subset of images from a set of captured images. A surface feature of one object is represented in the content of each selected subset image. The method also includes decomposing the surface feature content of each selected image to produce a model of representations of the object.
148 Citations
25 Claims
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1. A computer-implemented method comprising:
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selecting, in a processor, a subset of images from a set of captured images, wherein a surface feature of a first object is represented in content of the selected image subset; producing a model, at a first time, of at least one representation of the first object by decomposing the content of the selected image subset into principal components; using the model to track surface features in at least one image that is separate from the selected image subset used to produce the model, wherein tracking the surface features provides an estimate of the surface features represented in the at least one image that is separate from the selected image subset used to produce the model; and combining with the model, at a second time, content that represents the estimated surface features from the tracked surface features of the at least one separate image by decomposing content into principal components to produce an enhanced model of additional representations. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A system comprising:
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a computer system comprising; a memory for storing instructions of a model initiator and a model updater; a processor for executing instructions; the model initiator to select a subset of images from a set of captured images, wherein a surface feature of a first object is represented in content of the selected image subset, the model initiator also decomposing the content of the selected image subset into principal components to produce a model, at a first time, of at least one representation of the first object; and the model updater to use the model to track surface features in at least one image that is separate from the selected image subset used to produce the model, wherein tracking the surface features provides an estimate of the surface features represented in at least one image that is separate from the selected image subset used to produce the model, the model updater is further configured to combine, at a second time, the model and content that represents the estimated surface features from the tracked surface features of the at least one separate image by decomposing content into principal components to produce an enhanced model of additional representations. - View Dependent Claims (12, 13, 14, 15, 16, 17)
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18. A computer program product tangibly embodied in a storage device and comprising instructions that when executed by a processor perform a method comprising:
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selecting a subset of images from a set of captured images, wherein a surface feature of a first object is represented in content of the selected image subset; producing a model, at a first time, of at least one representation of the first object by decomposing content of the selected image subset into principal components; using the model to track surface features in at least one image that is separate from the selected image subset used to produce the model, wherein tracking the surface features provides an estimate of the surface features represented in at least one image that is separate from the selected image subset used to produce the model; and combining, at a second time, the model and content that represents the estimated surface features from the tracked surface features of the at least one separate image by decomposing content into principal components to produce an enhanced model of additional representations. - View Dependent Claims (19, 20, 21, 22, 23, 24, 25)
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Specification